Machine Learning Fundamentals

$299.00

Embark on your journey into the exciting world of machine learning with our comprehensive fundamentals course. This course is designed for beginners who want to understand the core concepts of machine learning and start building their own predictive models.

You'll learn both supervised and unsupervised learning algorithms, understand how to prepare data, train models, and evaluate their performance. Through hands-on projects, you'll gain practical experience with real-world datasets and industry-standard tools.

Duration: 40 hours

Level: Beginner

Language: English

Certificate: Yes

Access: Lifetime

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What You'll Learn

Supervised Learning

Master regression and classification algorithms including linear regression, logistic regression, and decision trees.

Unsupervised Learning

Learn clustering techniques, dimensionality reduction, and anomaly detection methods.

Data Preprocessing

Understand how to clean, transform, and prepare data for machine learning models.

Model Evaluation

Learn to assess model performance using various metrics and validation techniques.

Python & Libraries

Work with industry-standard tools including scikit-learn, pandas, and NumPy.

Real Projects

Build practical projects to reinforce your learning and create a portfolio.